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I had a great conversation about AI in defense and national security applications with Dr. Amanda Muller. Amanda is a Technical Fellow leading Responsible AI at Northrop Grumman. We talked about national security use cases, the new age of war, the role of policy and governance and why the government is concerned about AI in everyday lives. Show Notes/Resources: For Northrop Grumman's AI initiatives, visit https://www.northropgrumman.com/what-we-do/artificial-intelligence-and-machine-learning/ Resource Alert: https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw is a Youtube channel explaining complex topics in simple terms AI within the DOD/Joint AI Center: https://www.AI.mil Carnegie Mellon University's AI blog: https://www.sei.cmu.edu/our-work/artificial-intelligence-engineering/ Stories in AI: https://www.youtube.com/c/GaneshPadmanabhan/featured for practical insights on AI from the industry LinkedIN: https://www.linkedin.com/in/amandacmuller/ Bio: Dr. Amanda Muller is a Consulting (AI) Systems Engineer and Technical Fellow based in Northern Virgina. Dr. Muller currently serves as the Responsible AI Lead for Northrop Grumman. In this role, she is responsible for coordinating the strategy, policy, and governance efforts related to Artificial Intelligence ethics across the Northrop Grumman enterprise. As a Mission Systems Technical Fellow specializing in User Experience and Human-Systems Integration, she also serves as a subject matter expert on proposals, program reviews, and research efforts. Prior to her current role, Dr. Muller worked for Northrop Grumman Space Systems in Redondo Beach, California, as a Systems Engineer. She led the User Experience teams for several restricted space programs, conducting user research in operational environments around the world. Previously, Dr. Muller served as a Systems Engineer on State Health and Human Services programs, as a Human Factors Engineer in Aurora, Colorado, and as the Human-Systems Integration lead for airborne platforms in Melbourne, Florida. In addition to her program roles, Dr. Muller has been a mentor in the Mentoring the Technical Professional program for over seven years. Dr. Muller's publications include a book chapter in Emerging Trends in Systems Engineering Leadership: Practical Research from Women Leaders (in press), and peer-reviewed articles in Information Fusion, Journal of Defense Modeling and Simulation, WSEAS Transactions on Advances in Engineering Education, and the Annals of Biomedial Engineering. Dr. Muller holds a Ph.D. in Engineering from Wright State University in Dayton, Ohio, and B.S. and M.S. degrees in Biomedical Engineering from Worcester Polytechnic Institute in Worcester, Massachusetts. She also holds a graduate certificate in Design Thinking for Strategic Innovation from Stanford University. Dr. Muller is a Certified Systems Engineering Professional (INCOSE), Professional Scrum Master (Scrum.org), and is certified in Professional Scrum with User Experience (Scrum.org).
Caleb is the maintainer of several popular open source projects and frameworks including Alpinejs and Livewire, and is also an avid user of GitHub's CoPilot. Also, he's living the dream - writing open source full time. We talk about declarative, imperative, moving from SPAs and APIs back to simpler server-oriented design, design architecture, code style and linting, and how Caleb's achieved the near-impossible task of monetizing open source in a way people love. Panel Aimee Knight AJ O'Neal Guest Caleb Porzio Sponsors DigitalOcean Raygun | Click here to get started on your free 14-day trial Dev Influencers Accelerator Links Twitter: Caleb Porzio ( @calebporzio ) Picks Aimee- GitHub | RobinCsl/awesome-js-tooling-not-in-js AJ- How to Rip Blu-Rays with a LibreDrive AJ- My Top Anime Picks Caleb- 3Blue1Brown - YouTube Contact Aimee: Aimee Knight – Software Architect, and International Keynote Speaker GitHub: Aimee Knight ( AimeeKnight ) Twitter: Aimee Knight ( @Aimee_Knight ) LinkedIn: Aimee K. aimeemarieknight | Instagram Aimee Knight | Facebook Contact AJ: AJ ONeal CoolAJ86 on GIT Beyond Code Bootcamp Beyond Code Bootcamp | GitHub Follow Beyond Code Bootcamp | Facebook Twitter: Beyond Code Bootcamp ( @_beyondcode )
Caleb is the maintainer of several popular open source projects and frameworks including Alpinejs and Livewire, and is also an avid user of GitHub's CoPilot. Also, he's living the dream - writing open source full time. We talk about declarative, imperative, moving from SPAs and APIs back to simpler server-oriented design, design architecture, code style and linting, and how Caleb's achieved the near-impossible task of monetizing open source in a way people love. Panel Aimee Knight AJ O'Neal Guest Caleb Porzio Sponsors DigitalOcean Raygun | Click here to get started on your free 14-day trial Dev Influencers Accelerator Links Twitter: Caleb Porzio ( @calebporzio ) Picks Aimee- GitHub | RobinCsl/awesome-js-tooling-not-in-js AJ- How to Rip Blu-Rays with a LibreDrive AJ- My Top Anime Picks Caleb- 3Blue1Brown - YouTube Contact Aimee: Aimee Knight – Software Architect, and International Keynote Speaker GitHub: Aimee Knight ( AimeeKnight ) Twitter: Aimee Knight ( @Aimee_Knight ) LinkedIn: Aimee K. aimeemarieknight | Instagram Aimee Knight | Facebook Contact AJ: AJ ONeal CoolAJ86 on GIT Beyond Code Bootcamp Beyond Code Bootcamp | GitHub Follow Beyond Code Bootcamp | Facebook Twitter: Beyond Code Bootcamp ( @_beyondcode )
Caleb is the maintainer of several popular open source projects and frameworks including Alpinejs and Livewire, and is also an avid user of GitHub's CoPilot. Also, he's living the dream - writing open source full time. We talk about declarative, imperative, moving from SPAs and APIs back to simpler server-oriented design, design architecture, code style and linting, and how Caleb's achieved the near-impossible task of monetizing open source in a way people love. Panel Aimee KnightAJ O'Neal Guest Caleb Porzio Sponsors DigitalOceanRaygun | Click here to get started on your free 14-day trialDev Influencers Accelerator Links Twitter: Caleb Porzio ( @calebporzio ) Picks Aimee- GitHub | RobinCsl/awesome-js-tooling-not-in-jsAJ- How to Rip Blu-Rays with a LibreDriveAJ- My Top Anime PicksCaleb- 3Blue1Brown - YouTube Contact Aimee: Aimee Knight – Software Architect, and International Keynote SpeakerGitHub: Aimee Knight ( AimeeKnight )Twitter: Aimee Knight ( @Aimee_Knight )LinkedIn: Aimee K.aimeemarieknight | InstagramAimee Knight | Facebook Contact AJ: AJ ONealCoolAJ86 on GITBeyond Code BootcampBeyond Code Bootcamp | GitHubFollow Beyond Code Bootcamp | FacebookTwitter: Beyond Code Bootcamp ( @_beyondcode ) Special Guest: Caleb Porzio .
Caleb is the maintainer of several popular open source projects and frameworks including Alpinejs and Livewire, and is also an avid user of GitHub's CoPilot. Also, he's living the dream - writing open source full time. We talk about declarative, imperative, moving from SPAs and APIs back to simpler server-oriented design, design architecture, code style and linting, and how Caleb's achieved the near-impossible task of monetizing open source in a way people love. Panel Aimee KnightAJ O'Neal Guest Caleb Porzio Sponsors DigitalOceanRaygun | Click here to get started on your free 14-day trialDev Influencers Accelerator Links Twitter: Caleb Porzio ( @calebporzio ) Picks Aimee- GitHub | RobinCsl/awesome-js-tooling-not-in-jsAJ- How to Rip Blu-Rays with a LibreDriveAJ- My Top Anime PicksCaleb- 3Blue1Brown - YouTube Contact Aimee: Aimee Knight – Software Architect, and International Keynote SpeakerGitHub: Aimee Knight ( AimeeKnight )Twitter: Aimee Knight ( @Aimee_Knight )LinkedIn: Aimee K.aimeemarieknight | InstagramAimee Knight | Facebook Contact AJ: AJ ONealCoolAJ86 on GITBeyond Code BootcampBeyond Code Bootcamp | GitHubFollow Beyond Code Bootcamp | FacebookTwitter: Beyond Code Bootcamp ( @_beyondcode ) Special Guest: Caleb Porzio .
Caleb is the maintainer of several popular open source projects and frameworks including Alpinejs and Livewire, and is also an avid user of GitHub's CoPilot. Also, he's living the dream - writing open source full time. We talk about declarative, imperative, moving from SPAs and APIs back to simpler server-oriented design, design architecture, code style and linting, and how Caleb's achieved the near-impossible task of monetizing open source in a way people love. Panel Aimee Knight AJ O'Neal Guest Caleb Porzio Sponsors DigitalOcean Raygun | Click here to get started on your free 14-day trial Dev Influencers Accelerator Links Twitter: Caleb Porzio ( @calebporzio ) Picks Aimee- GitHub | RobinCsl/awesome-js-tooling-not-in-js AJ- How to Rip Blu-Rays with a LibreDrive AJ- My Top Anime Picks Caleb- 3Blue1Brown - YouTube Contact Aimee: Aimee Knight – Software Architect, and International Keynote Speaker GitHub: Aimee Knight ( AimeeKnight ) Twitter: Aimee Knight ( @Aimee_Knight ) LinkedIn: Aimee K. aimeemarieknight | Instagram Aimee Knight | Facebook Contact AJ: AJ ONeal CoolAJ86 on GIT Beyond Code Bootcamp Beyond Code Bootcamp | GitHub Follow Beyond Code Bootcamp | Facebook Twitter: Beyond Code Bootcamp ( @_beyondcode )
Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS and explain what is provided in its services, but easily extrapolate to other clouds. If you're trying to implement Artificial Intelligence algorithms, you may want to use or modify an algorithm already built and provided to you. Panel Charles Wood Guest Eóin Shanaghy Peter Elger Sponsors Next Level Mastermind Links fourTheorem Twitter: Eóin Shanaghy Twitter: Peter Elger Picks Charles- The Eye of the World: Book One of The Wheel of Time by Robert Jordan Charles - Changemakers With Jamie Atkinson Charles- Podcast Domination Show by Luis Diaz Charles- Buzzcast Charles- Podcast Talent Coach Eóin- IKEA | IDÅSEN Desk sit/stand, black/dark gray63x31 1/2 " Eóin- Kinesis | Freestyle2 Split- Adjustable Keyboard for PC Peter- The Wolfram Physics Project Peter- PBS Space Time Peter- Youtube Channel | 3Blue1Brown Peter- Cracking the Code
This week we have Patrick Smacchia, the creator of NDepend. We will discuss software maintainability, and for that, Patrick will share his opinion on the heuristic "No broken windows" from the Xebia Essentials repository (https://essentials.xebia.com/no-broken-windows/). Patrick's shares his experiences, from the early stages of his career to today. We share his principles and practices regarding software maintainability and how it is encoded in NDepend. We also have a glimpse over his views on testing! Patrick recommends the following resources: NDepend Blog - https://blog.ndepend.com/ Design by Contract, from Bertrand Meyer - https://bertrandmeyer.com/category/design-by-contract/ Scott Hanselman - https://www.hanselman.com/ 3Blue1Brown on Youtube - https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw Patrick has been fortunate to start programming as a child on 8bits computers in the 80s. Then he naturally graduated in Math and Software engineering. After a decade of C++ programming and consultancy, Patrick got interested in the brand new .NET platform in 2002. He wrote the best-seller book (in French) on .NET and C#, published by O'Reilly and also did manage some academic and professional courses on the .NET platform and C#. Over the years, Patrick gained a passion for understanding the structure and evolution of large complex real-world applications and good practices to improve software maintainability. As a consequence, he got interested in static code analysis and started the project NDepend.
JavaScript Remote Conf 2020 May 14th to 15th - register now! Adventures in DevOps' guest, Martin Wimpress, is the engineering director for Ubuntu Desktop, Snapcraft and Developer Advocacy at Canonical the company behind Ubuntu. He speaks about Ubuntu, the OS for most public cloud workloads as well as the emerging categories of smart gateways, self-driving cars and advanced robots. Panelists Nell Shamrell-Harrington Charles Max Wood Scott Nixon Tyler Bird Guest Martin Wimpress Sponsors Educative.io | Click here for 10% discount Gremlin | Chaos Engineering Platform CacheFly _______ "The MaxCoders Guide to Finding Your Dream Developer Job" by Charles Max Wood is now available on Amazon. Get Your Copy Today! ______________________________________ Links snapcraft Ubuntu Canonical Ubuntu Mate Most Popular Operating Systems (Desktop & Laptops) 2003-2019 CentOS vs Ubuntu Snapcraft Overview Picks Nell Shamrell-Harrington Live Overflow Youtube Channel Basic Soldering Lessons Charles Max Wood Clean Coders Podcast Scott Nixon 3 Blue and 1 Brown The Next Pandemic Tyler Bird GeForce Now Martin Wimpress Ubuntu Blog Canonical Careers GamingOnLinux RetroTINK
JavaScript Remote Conf 2020 May 14th to 15th - register now! Adventures in DevOps' guest, Martin Wimpress, is the engineering director for Ubuntu Desktop, Snapcraft and Developer Advocacy at Canonical the company behind Ubuntu. He speaks about Ubuntu, the OS for most public cloud workloads as well as the emerging categories of smart gateways, self-driving cars and advanced robots. Panelists Nell Shamrell-Harrington Charles Max Wood Scott Nixon Tyler Bird Guest Martin Wimpress Sponsors Educative.io | Click here for 10% discount Gremlin | Chaos Engineering Platform CacheFly _______ "The MaxCoders Guide to Finding Your Dream Developer Job" by Charles Max Wood is now available on Amazon. Get Your Copy Today! ______________________________________ Links snapcraft Ubuntu Canonical Ubuntu Mate Most Popular Operating Systems (Desktop & Laptops) 2003-2019 CentOS vs Ubuntu Snapcraft Overview Picks Nell Shamrell-Harrington Live Overflow Youtube Channel Basic Soldering Lessons Charles Max Wood Clean Coders Podcast Scott Nixon 3 Blue and 1 Brown The Next Pandemic Tyler Bird GeForce Now Martin Wimpress Ubuntu Blog Canonical Careers GamingOnLinux RetroTINK
Zain Sajjad is a frontend developer at his company Peekaboo Guru, an app built in React. The show begins with Zain explaining why he chose to build Peekaboo Guru in React. Ultimately, he chose React for its composability and reusability. He talks about how much data is shared between his React and React Native applications. Zain explains what he means by a container since he is not talking about Docker, and how he has the app organized. He talks about the differences between routing and navigation between React and React Native. When approaching these differences, he breaks things down into components, containers, and platform, paying careful attention to how they work together. This differentiation can actually help a lot with testing as well. The panel asks Zain about choosing between React navigation and React Native navigation, but Peekaboo Guru uses both React navigation and React Native navigation, but on different platforms. They use each on different platforms because React Native doesn’t let you configure it with existing native apps. He talks about the pros and cons of each, but prefers React Native navigation. They decided to use both because Peekaboo Guru is based in a region where there aren’t many users with high end devices, so this decision was made to accommodate them. They then discuss how to approach making important software decisions with a team and how to make an objective decision away from your bias against old or new technology. Zain believes that you have to step out of your comfort zone and think of the team rather than yourself. They talk about the thought process of making these decisions, especially concerning who is going to do the maintenance. They talk about ways to give good feedback even when the maintenance is not going to be your responsibility and the importance of staying humble. Making decisions like this can be tricky because it is where hard skills and soft skills intersect. The panel moves on to talking about machine learning, and Zain talks about his experience using it to screen comments on Peekaboo Guru. Machine learning is getting more and more common, with giants like Snapchat and Facebook doing it as well. There is also a lot of machine learning on our phones that we don’t think about. Zain gives advice for those who want to start learning about machine learning. He advises people to think of it in two parts, preparing a model and using a model. Thomas feels that machine learning is more approachable than it first appears to be, though it is always related to how good the abstraction is. They compare machine learning to AI and a database to assist with understanding. If you want to play around with AI, Zain counsels that programming has the addiction of success. Keep your tasks small to keep getting those tastes of success. He advises that it is best to start by using the inference part and then make a model. He talks about different tools to help with the math. The show concludes with the panel agreeing to his counsel and reminding listeners that failure is trying to go from 0 to perfect in one step. Panelists Thomas Aylott Lucas Reis With special guest: Zain Sajjad Sponsors Adventures in Blockchain Sentry use the code “devchat” for 2 months free on Sentry’s small plan My Angular Story Links Peekaboo Guru React React Native React Native Navigation React Navigation SQL TensorFlow Fun Fun Function Immer.js Follow DevChatTV on Facebook and Twitter Picks Lucas Reis: Ember.js 3Blue1Brown Thomas Aylott: Rite in the Rain notepad
Zain Sajjad is a frontend developer at his company Peekaboo Guru, an app built in React. The show begins with Zain explaining why he chose to build Peekaboo Guru in React. Ultimately, he chose React for its composability and reusability. He talks about how much data is shared between his React and React Native applications. Zain explains what he means by a container since he is not talking about Docker, and how he has the app organized. He talks about the differences between routing and navigation between React and React Native. When approaching these differences, he breaks things down into components, containers, and platform, paying careful attention to how they work together. This differentiation can actually help a lot with testing as well. The panel asks Zain about choosing between React navigation and React Native navigation, but Peekaboo Guru uses both React navigation and React Native navigation, but on different platforms. They use each on different platforms because React Native doesn’t let you configure it with existing native apps. He talks about the pros and cons of each, but prefers React Native navigation. They decided to use both because Peekaboo Guru is based in a region where there aren’t many users with high end devices, so this decision was made to accommodate them. They then discuss how to approach making important software decisions with a team and how to make an objective decision away from your bias against old or new technology. Zain believes that you have to step out of your comfort zone and think of the team rather than yourself. They talk about the thought process of making these decisions, especially concerning who is going to do the maintenance. They talk about ways to give good feedback even when the maintenance is not going to be your responsibility and the importance of staying humble. Making decisions like this can be tricky because it is where hard skills and soft skills intersect. The panel moves on to talking about machine learning, and Zain talks about his experience using it to screen comments on Peekaboo Guru. Machine learning is getting more and more common, with giants like Snapchat and Facebook doing it as well. There is also a lot of machine learning on our phones that we don’t think about. Zain gives advice for those who want to start learning about machine learning. He advises people to think of it in two parts, preparing a model and using a model. Thomas feels that machine learning is more approachable than it first appears to be, though it is always related to how good the abstraction is. They compare machine learning to AI and a database to assist with understanding. If you want to play around with AI, Zain counsels that programming has the addiction of success. Keep your tasks small to keep getting those tastes of success. He advises that it is best to start by using the inference part and then make a model. He talks about different tools to help with the math. The show concludes with the panel agreeing to his counsel and reminding listeners that failure is trying to go from 0 to perfect in one step. Panelists Thomas Aylott Lucas Reis With special guest: Zain Sajjad Sponsors Adventures in Blockchain Sentry use the code “devchat” for 2 months free on Sentry’s small plan My Angular Story Links Peekaboo Guru React React Native React Native Navigation React Navigation SQL TensorFlow Fun Fun Function Immer.js Follow DevChatTV on Facebook and Twitter Picks Lucas Reis: Ember.js 3Blue1Brown Thomas Aylott: Rite in the Rain notepad
Support these videos: http://pgbovine.net/support.htmhttp://pgbovine.net/PG-Podcast-Hour-21.htm- [PG Podcast - Episode 15 - Robert Ikeda on pivoting from grad school to startups](http://pgbovine.net/PG-Podcast-15-Robert-Ikeda.htm) (Robert's first podcast appearance)- [Toastmasters](https://www.toastmasters.org/)- [CPython internals: A ten-hour codewalk through the Python interpreter source code](http://pgbovine.net/cpython-internals.htm)- [Web Programming Video Lectures](http://pgbovine.net/web-programming-lectures.htm)- [3Blue1Brown YouTube channel](https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw)- [Poor Charlie's Almanack: The Wit and Wisdom of Charles T. Munger](https://www.amazon.com/Poor-Charlies-Almanack-Charles-Expanded/dp/1578645018)- [Jordan Mechner's journals](https://www.jordanmechner.com/backstage/journals/) (Making of Karateka and Prince of Persia)- [Python Tutor C/C++ tests](https://github.com/pgbovine/opt-cpp-backend/tree/master/tests) (many of which came from my masters thesis in 2006)- [Philip's masters thesis](http://pgbovine.net/publications/Philip-Guo_Masters-thesis_mixed-level-dynamic-analysis.pdf)- [ISSTA 2006 paper that used my masters thesis work](http://pgbovine.net/publications.htm#inference_for_data_structure_repair_ISSTA_2006)- [Stardew Valley](https://en.wikipedia.org/wiki/Stardew_Valley)Recorded: 2019-08-11
Here's something a little different. Over at Aperiodical they are running the Big Internet Math Off 2019 (https://aperiodical.com/2019/06/announcing-the-big-internet-math-off-2019/), where 16 mathematicians present pitches to compete in a tournament. We were very pleased to be nominated to take part. For this round we thought we'd do what we do best, albeit in smaller, snack sized portion. We are up against Grant Sanderson of 3Blue1Brown (https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw?&ab_channel=3Blue1Brown) which is a channel that we both love. You can find both of our pitches here (https://aperiodical.com/2019/07/the-big-internet-math-off-2019-group-1-grant-sanderson-vs-alaric-stephen/), where if you like what you hear we would very much appreciate your support by voting for Alaric. Most importantly, here is the file (https://drive.google.com/open?id=1SKMl1Fh6CtW2nFcSBPxSZuiuLLrMelWn) that my student Ed Ceney created so you can try to come up with the best strategy yourself. The paper outlining the original experiment can be found here (https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2856963). Normal episodes will resume shortly.
Neste episódio Tales, Guilherme e Igor conversam sobre as opções que temos no iOS para comunicação sem fio, além do clássico wi-fi. Falamos sobre iBeacon, CoreBluetooth, MultipeerConnectivity e NFC. Links: CoreBluetooth Background https://developer.apple.com/library/content/documentation/NetworkingInternetWeb/Conceptual/CoreBluetooth_concepts/CoreBluetoothBackgroundProcessingForIOSApps/PerformingTasksWhileYourAppIsInTheBackground.html#//apple_ref/doc/uid/TP40013257-CH7-SW1 Bluetooth GATT https://www.bluetooth.com/specifications/gatt/generic-attributes-overview On Writting Softare Well https://www.youtube.com/watch?v=wXaC0YvDgIo&list=PL9wALaIpe0Py6E_oHCgTrD6FvFETwJLlx iDevices Wall Switch https://store.idevicesinc.com/idevices-wall-switch/ Because Science https://www.youtube.com/channel/UCvG04Y09q0HExnIjdgaqcDQ 3Blue1Brown https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw
José Ahirton Lopes é consultor FCamara em Machine Learning e Plataformas Cognitivas. Formado em Engenharia da Computação pela Universidade Estadual do Maranhão, possui mestrado em Engenharia Elétrica pela Universidade Presbiteriana Mackenzie, cursa doutorado em Engenharia Elétrica e Computação na mesma instituição e é pesquisador em Inteligência Artificial. Atualmente tem trabalhado em prol de tornar as plataformas de atendimento ao consumidor cada vez mais atrativas e inteligentes; também é co-fundador e CDO da RexScanner, empresa surgida durante o hackaton AngelHack Global Hackaton Series São Paulo 2017, tem atuado como facilitador em IA na escola SOL Makers e é co-organizador da comunidade AI Brasil. Links para contato profissional, trabalhos realizados e comunidade: LinkedIn: https://www.linkedin.com/in/ahirton Researchgate: https://www.researchgate.net/profile/Jose_Ahirton_Lopes_Filho2 Link da comunidade AI Brasil: https://www.meetup.com/pt-BR/ai-brasil/ Indicações de materiais para quem quer se aventurar em Machine Learning: https://www.coursera.org/learn/machine-learning (curso completo) https://www.youtube.com/watch?v=aircAruvnKk (vídeos sobre Redes Neurais - e Aprendizagem de Máquina) - Canal 3Blue1Brown - https://www.youtube.com/channel/UCYO_jab_esuFRV4b17AJtAw (vídeos em Inglês) Ferramental mais utilizado por (Ahirton no momento): Python/R ScikitLearn - http://scikit-learn.org/ TensorFlow - https://www.tensorflow.org/ Keras - https://keras.io/ Música: Regretting My Religion - Galaxy Species - Soulvenir Comunidade: https://www.facebook.com/soulvenirbrasil/ Jéssica Nathany (Dev estrevistadora) Douglas Pires (Entrevistador, dev e editor man) Amanda Portela (DBA convidada) José Ahirton Lopes (FCamara em Machine Learning convidado)